armnnSerializer Namespace Reference

Classes
class	ISerializer
class	SerializerStrategy

Typedefs
using	ISerializerPtr = std::unique_ptr<ISerializer, void(*)(ISerializer* serializer)>

Functions
serializer::ActivationFunction	GetFlatBufferActivationFunction (armnn::ActivationFunction function)
serializer::ArgMinMaxFunction	GetFlatBufferArgMinMaxFunction (armnn::ArgMinMaxFunction function)
serializer::ScatterNdFunction	GetFlatBufferScatterNdFunction (armnn::ScatterNdFunction function)
armnnSerializer::ComparisonOperation	GetFlatBufferComparisonOperation (armnn::ComparisonOperation comparisonOperation)
armnnSerializer::LogicalBinaryOperation	GetFlatBufferLogicalBinaryOperation (armnn::LogicalBinaryOperation logicalBinaryOperation)
armnnSerializer::ConstTensorData	GetFlatBufferConstTensorData (armnn::DataType dataType)
armnnSerializer::DataType	GetFlatBufferDataType (armnn::DataType dataType)
armnnSerializer::DataLayout	GetFlatBufferDataLayout (armnn::DataLayout dataLayout)
armnnSerializer::BinaryOperation	GetFlatBufferBinaryOperation (armnn::BinaryOperation binaryOperation)
armnnSerializer::UnaryOperation	GetFlatBufferUnaryOperation (armnn::UnaryOperation unaryOperation)
armnnSerializer::PoolingAlgorithm	GetFlatBufferPoolingAlgorithm (armnn::PoolingAlgorithm poolingAlgorithm)
armnnSerializer::OutputShapeRounding	GetFlatBufferOutputShapeRounding (armnn::OutputShapeRounding outputShapeRounding)
armnnSerializer::PaddingMethod	GetFlatBufferPaddingMethod (armnn::PaddingMethod paddingMethod)
armnnSerializer::PaddingMode	GetFlatBufferPaddingMode (armnn::PaddingMode paddingMode)
armnnSerializer::NormalizationAlgorithmChannel	GetFlatBufferNormalizationAlgorithmChannel (armnn::NormalizationAlgorithmChannel normalizationAlgorithmChannel)
armnnSerializer::NormalizationAlgorithmMethod	GetFlatBufferNormalizationAlgorithmMethod (armnn::NormalizationAlgorithmMethod normalizationAlgorithmMethod)
armnnSerializer::ResizeMethod	GetFlatBufferResizeMethod (armnn::ResizeMethod method)
armnnSerializer::ReduceOperation	GetFlatBufferReduceOperation (armnn::ReduceOperation reduceOperation)

Typedef Documentation

ISerializerPtr

using ISerializerPtr = std::unique_ptr<ISerializer, void(*)(ISerializer* serializer)>

Definition at line 15 of file ISerializer.hpp.

Function Documentation

GetFlatBufferActivationFunction()

serializer::ActivationFunction GetFlatBufferActivationFunction

(

armnn::ActivationFunction

function

)

Definition at line 55 of file Serializer.cpp.

{
    switch (function)
    {
        case armnn::ActivationFunction::Sigmoid:
            return serializer::ActivationFunction::ActivationFunction_Sigmoid;
        case armnn::ActivationFunction::TanH:
            return serializer::ActivationFunction::ActivationFunction_TanH;
        case armnn::ActivationFunction::Linear:
            return serializer::ActivationFunction::ActivationFunction_Linear;
        case armnn::ActivationFunction::ReLu:
            return serializer::ActivationFunction::ActivationFunction_ReLu;
        case armnn::ActivationFunction::BoundedReLu:
            return serializer::ActivationFunction::ActivationFunction_BoundedReLu;
        case armnn::ActivationFunction::LeakyReLu:
            return serializer::ActivationFunction::ActivationFunction_LeakyReLu;
        case armnn::ActivationFunction::Abs:
            return serializer::ActivationFunction::ActivationFunction_Abs;
        case armnn::ActivationFunction::Sqrt:
            return serializer::ActivationFunction::ActivationFunction_Sqrt;
        case armnn::ActivationFunction::Square:
            return serializer::ActivationFunction::ActivationFunction_Square;
        case armnn::ActivationFunction::Elu:
            return serializer::ActivationFunction::ActivationFunction_Elu;
        case armnn::ActivationFunction::HardSwish:
            return serializer::ActivationFunction::ActivationFunction_HardSwish;
        case armnn::ActivationFunction::Gelu:
            return serializer::ActivationFunction::ActivationFunction_Gelu;
        default:
            return serializer::ActivationFunction::ActivationFunction_Sigmoid;
    }
}

References armnn::Abs, armnn::BoundedReLu, armnn::Elu, armnn::Gelu, GetFlatBufferActivationFunction(), armnn::HardSwish, armnn::LeakyReLu, armnn::Linear, armnn::ReLu, armnn::Sigmoid, armnn::Sqrt, armnn::Square, and armnn::TanH.

Referenced by GetFlatBufferActivationFunction().

GetFlatBufferArgMinMaxFunction()

serializer::ArgMinMaxFunction GetFlatBufferArgMinMaxFunction

(

armnn::ArgMinMaxFunction

function

)

Definition at line 88 of file Serializer.cpp.

{
    switch (function)
    {
        case armnn::ArgMinMaxFunction::Max:
            return serializer::ArgMinMaxFunction::ArgMinMaxFunction_Max;
        case armnn::ArgMinMaxFunction::Min:
        default:
            return serializer::ArgMinMaxFunction::ArgMinMaxFunction_Min;
    }
}

References GetFlatBufferArgMinMaxFunction(), armnn::Max, and armnn::Min.

Referenced by GetFlatBufferArgMinMaxFunction().

GetFlatBufferBinaryOperation()

armnnSerializer::BinaryOperation GetFlatBufferBinaryOperation

(

armnn::BinaryOperation

binaryOperation

)

Definition at line 110 of file SerializerUtils.cpp.

{
    switch (binaryOperation)
    {
        case armnn::BinaryOperation::Add:
            return armnnSerializer::BinaryOperation::BinaryOperation_Add;
        case armnn::BinaryOperation::Div:
            return armnnSerializer::BinaryOperation::BinaryOperation_Div;
        case armnn::BinaryOperation::FloorDiv:
            return armnnSerializer::BinaryOperation::BinaryOperation_Div;
        case armnn::BinaryOperation::Maximum:
            return armnnSerializer::BinaryOperation::BinaryOperation_Maximum;
        case armnn::BinaryOperation::Minimum:
            return armnnSerializer::BinaryOperation::BinaryOperation_Minimum;
        case armnn::BinaryOperation::Mul:
            return armnnSerializer::BinaryOperation::BinaryOperation_Mul;
        case armnn::BinaryOperation::Sub:
            return armnnSerializer::BinaryOperation::BinaryOperation_Sub;
        case armnn::BinaryOperation::SqDiff:
            return armnnSerializer::BinaryOperation::BinaryOperation_SqDiff;
        case armnn::BinaryOperation::Power:
            return armnnSerializer::BinaryOperation::BinaryOperation_Power;
        default:
            throw armnn::InvalidArgumentException("Elementwise Binary operation unknown");
    }
}

References armnn::Add, armnn::Div, armnn::FloorDiv, armnn::Maximum, armnn::Minimum, armnn::Mul, armnn::Power, armnn::SqDiff, and armnn::Sub.

GetFlatBufferComparisonOperation()

armnnSerializer::ComparisonOperation GetFlatBufferComparisonOperation

(

armnn::ComparisonOperation

comparisonOperation

)

Definition at line 11 of file SerializerUtils.cpp.

{
    switch (comparisonOperation)
    {
        case armnn::ComparisonOperation::Equal:
            return armnnSerializer::ComparisonOperation::ComparisonOperation_Equal;
        case armnn::ComparisonOperation::Greater:
            return armnnSerializer::ComparisonOperation::ComparisonOperation_Greater;
        case armnn::ComparisonOperation::GreaterOrEqual:
            return armnnSerializer::ComparisonOperation::ComparisonOperation_GreaterOrEqual;
        case armnn::ComparisonOperation::Less:
            return armnnSerializer::ComparisonOperation::ComparisonOperation_Less;
        case armnn::ComparisonOperation::LessOrEqual:
            return armnnSerializer::ComparisonOperation::ComparisonOperation_LessOrEqual;
        case armnn::ComparisonOperation::NotEqual:
        default:
            return armnnSerializer::ComparisonOperation::ComparisonOperation_NotEqual;
    }
}

References armnn::Equal, armnn::Greater, armnn::GreaterOrEqual, armnn::Less, armnn::LessOrEqual, and armnn::NotEqual.

GetFlatBufferConstTensorData()

armnnSerializer::ConstTensorData GetFlatBufferConstTensorData

(

armnn::DataType

dataType

)

Definition at line 45 of file SerializerUtils.cpp.

{
    switch (dataType)
    {
        case armnn::DataType::Float32:
        case armnn::DataType::Signed32:
            return armnnSerializer::ConstTensorData::ConstTensorData_IntData;
        case armnn::DataType::Float16:
        case armnn::DataType::QSymmS16:
            return armnnSerializer::ConstTensorData::ConstTensorData_ShortData;
        case armnn::DataType::QAsymmS8:
        case armnn::DataType::QAsymmU8:
        case armnn::DataType::QSymmS8:
        case armnn::DataType::Boolean:
            return armnnSerializer::ConstTensorData::ConstTensorData_ByteData;
        case armnn::DataType::Signed64:
            return armnnSerializer::ConstTensorData::ConstTensorData_LongData;
        default:
            return armnnSerializer::ConstTensorData::ConstTensorData_NONE;
    }
}

References armnn::Boolean, armnn::Float16, armnn::Float32, armnn::QAsymmS8, armnn::QAsymmU8, armnn::QSymmS16, armnn::QSymmS8, armnn::Signed32, and armnn::Signed64.

GetFlatBufferDataLayout()

armnnSerializer::DataLayout GetFlatBufferDataLayout

(

armnn::DataLayout

dataLayout

)

Definition at line 94 of file SerializerUtils.cpp.

{
    switch (dataLayout)
    {
        case armnn::DataLayout::NHWC:
            return armnnSerializer::DataLayout::DataLayout_NHWC;
        case armnn::DataLayout::NDHWC:
            return armnnSerializer::DataLayout::DataLayout_NDHWC;
        case armnn::DataLayout::NCDHW:
            return armnnSerializer::DataLayout::DataLayout_NCDHW;
        case armnn::DataLayout::NCHW:
        default:
            return armnnSerializer::DataLayout::DataLayout_NCHW;
    }
}

References armnn::NCDHW, armnn::NCHW, armnn::NDHWC, and armnn::NHWC.

GetFlatBufferDataType()

armnnSerializer::DataType GetFlatBufferDataType

(

armnn::DataType

dataType

)

Definition at line 67 of file SerializerUtils.cpp.

{
    switch (dataType)
    {
        case armnn::DataType::Float32:
            return armnnSerializer::DataType::DataType_Float32;
        case armnn::DataType::Float16:
            return armnnSerializer::DataType::DataType_Float16;
        case armnn::DataType::Signed32:
            return armnnSerializer::DataType::DataType_Signed32;
        case armnn::DataType::Signed64:
            return armnnSerializer::DataType::DataType_Signed64;
        case armnn::DataType::QSymmS16:
            return armnnSerializer::DataType::DataType_QSymmS16;
        case armnn::DataType::QAsymmS8:
            return armnnSerializer::DataType::DataType_QAsymmS8;
        case armnn::DataType::QAsymmU8:
            return armnnSerializer::DataType::DataType_QAsymmU8;
        case armnn::DataType::QSymmS8:
            return armnnSerializer::DataType::DataType_QSymmS8;
        case armnn::DataType::Boolean:
            return armnnSerializer::DataType::DataType_Boolean;
        default:
            return armnnSerializer::DataType::DataType_Float16;
    }
}

References armnn::Boolean, armnn::Float16, armnn::Float32, armnn::QAsymmS8, armnn::QAsymmU8, armnn::QSymmS16, armnn::QSymmS8, armnn::Signed32, and armnn::Signed64.

GetFlatBufferLogicalBinaryOperation()

armnnSerializer::LogicalBinaryOperation GetFlatBufferLogicalBinaryOperation

(

armnn::LogicalBinaryOperation

logicalBinaryOperation

)

Definition at line 31 of file SerializerUtils.cpp.

{
    switch (logicalBinaryOperation)
    {
        case armnn::LogicalBinaryOperation::LogicalAnd:
            return armnnSerializer::LogicalBinaryOperation::LogicalBinaryOperation_LogicalAnd;
        case armnn::LogicalBinaryOperation::LogicalOr:
            return armnnSerializer::LogicalBinaryOperation::LogicalBinaryOperation_LogicalOr;
        default:
            throw armnn::InvalidArgumentException("Logical Binary operation unknown");
    }
}

References armnn::LogicalAnd, and armnn::LogicalOr.

GetFlatBufferNormalizationAlgorithmChannel()

armnnSerializer::NormalizationAlgorithmChannel GetFlatBufferNormalizationAlgorithmChannel

(

armnn::NormalizationAlgorithmChannel

normalizationAlgorithmChannel

)

Definition at line 215 of file SerializerUtils.cpp.

{
    switch (normalizationAlgorithmChannel)
    {
        case armnn::NormalizationAlgorithmChannel::Across:
            return armnnSerializer::NormalizationAlgorithmChannel::NormalizationAlgorithmChannel_Across;
        case armnn::NormalizationAlgorithmChannel::Within:
            return armnnSerializer::NormalizationAlgorithmChannel::NormalizationAlgorithmChannel_Within;
        default:
            return armnnSerializer::NormalizationAlgorithmChannel::NormalizationAlgorithmChannel_Across;
    }
}

References armnn::Across, and armnn::Within.

GetFlatBufferNormalizationAlgorithmMethod()

armnnSerializer::NormalizationAlgorithmMethod GetFlatBufferNormalizationAlgorithmMethod

(

armnn::NormalizationAlgorithmMethod

normalizationAlgorithmMethod

)

Definition at line 229 of file SerializerUtils.cpp.

{
    switch (normalizationAlgorithmMethod)
    {
        case armnn::NormalizationAlgorithmMethod::LocalBrightness:
            return armnnSerializer::NormalizationAlgorithmMethod::NormalizationAlgorithmMethod_LocalBrightness;
        case armnn::NormalizationAlgorithmMethod::LocalContrast:
            return armnnSerializer::NormalizationAlgorithmMethod::NormalizationAlgorithmMethod_LocalContrast;
        default:
            return armnnSerializer::NormalizationAlgorithmMethod::NormalizationAlgorithmMethod_LocalBrightness;
    }
}

References armnn::LocalBrightness, and armnn::LocalContrast.

GetFlatBufferOutputShapeRounding()

armnnSerializer::OutputShapeRounding GetFlatBufferOutputShapeRounding

(

armnn::OutputShapeRounding

outputShapeRounding

)

Definition at line 178 of file SerializerUtils.cpp.

{
    switch (outputShapeRounding)
    {
        case armnn::OutputShapeRounding::Ceiling:
            return armnnSerializer::OutputShapeRounding::OutputShapeRounding_Ceiling;
        case armnn::OutputShapeRounding::Floor:
        default:
            return armnnSerializer::OutputShapeRounding::OutputShapeRounding_Floor;
    }
}

References armnn::Ceiling, and armnn::Floor.

GetFlatBufferPaddingMethod()

armnnSerializer::PaddingMethod GetFlatBufferPaddingMethod

(

armnn::PaddingMethod

paddingMethod

)

Definition at line 190 of file SerializerUtils.cpp.

{
    switch (paddingMethod)
    {
        case armnn::PaddingMethod::IgnoreValue:
            return armnnSerializer::PaddingMethod::PaddingMethod_IgnoreValue;
        case armnn::PaddingMethod::Exclude:
        default:
            return armnnSerializer::PaddingMethod::PaddingMethod_Exclude;
    }
}

References armnn::Exclude, and armnn::IgnoreValue.

GetFlatBufferPaddingMode()

armnnSerializer::PaddingMode GetFlatBufferPaddingMode

(

armnn::PaddingMode

paddingMode

)

Definition at line 202 of file SerializerUtils.cpp.

{
    switch (paddingMode)
    {
        case armnn::PaddingMode::Reflect:
            return armnnSerializer::PaddingMode::PaddingMode_Reflect;
        case armnn::PaddingMode::Symmetric:
            return armnnSerializer::PaddingMode::PaddingMode_Symmetric;
        default:
            return armnnSerializer::PaddingMode::PaddingMode_Constant;
    }
}

References armnn::Reflect, and armnn::Symmetric.

GetFlatBufferPoolingAlgorithm()

armnnSerializer::PoolingAlgorithm GetFlatBufferPoolingAlgorithm

(

armnn::PoolingAlgorithm

poolingAlgorithm

)

Definition at line 164 of file SerializerUtils.cpp.

{
    switch (poolingAlgorithm)
    {
        case armnn::PoolingAlgorithm::Average:
            return armnnSerializer::PoolingAlgorithm::PoolingAlgorithm_Average;
        case armnn::PoolingAlgorithm::L2:
            return armnnSerializer::PoolingAlgorithm::PoolingAlgorithm_L2;
        case armnn::PoolingAlgorithm::Max:
        default:
            return armnnSerializer::PoolingAlgorithm::PoolingAlgorithm_Max;
    }
}

References armnn::Average, armnn::L2, and armnn::Max.

GetFlatBufferReduceOperation()

armnnSerializer::ReduceOperation GetFlatBufferReduceOperation

(

armnn::ReduceOperation

reduceOperation

)

Definition at line 256 of file SerializerUtils.cpp.

{
    switch (reduceOperation)
    {
        case armnn::ReduceOperation::Sum:
            return armnnSerializer::ReduceOperation::ReduceOperation_Sum;
        case armnn::ReduceOperation::Max:
            return armnnSerializer::ReduceOperation::ReduceOperation_Max;
        case armnn::ReduceOperation::Mean:
            return armnnSerializer::ReduceOperation::ReduceOperation_Mean;
        case armnn::ReduceOperation::Min:
            return armnnSerializer::ReduceOperation::ReduceOperation_Min;
        case armnn::ReduceOperation::Prod:
            return armnnSerializer::ReduceOperation::ReduceOperation_Prod;
        default:
            return armnnSerializer::ReduceOperation::ReduceOperation_Sum;
    }
}

References armnn::Max, armnn::Mean, armnn::Min, armnn::Prod, and armnn::Sum.

GetFlatBufferResizeMethod()

armnnSerializer::ResizeMethod GetFlatBufferResizeMethod

(

armnn::ResizeMethod

method

)

Definition at line 243 of file SerializerUtils.cpp.

{
    switch (method)
    {
        case armnn::ResizeMethod::NearestNeighbor:
            return armnnSerializer::ResizeMethod_NearestNeighbor;
        case armnn::ResizeMethod::Bilinear:
            return armnnSerializer::ResizeMethod_Bilinear;
        default:
            return armnnSerializer::ResizeMethod_NearestNeighbor;
    }
}

References armnn::Bilinear, and armnn::NearestNeighbor.

GetFlatBufferScatterNdFunction()

serializer::ScatterNdFunction GetFlatBufferScatterNdFunction

(

armnn::ScatterNdFunction

function

)

Definition at line 100 of file Serializer.cpp.

{
    switch (function)
    {
        case armnn::ScatterNdFunction::Update:
            return serializer::ScatterNdFunction::ScatterNdFunction_Update;
        case armnn::ScatterNdFunction::Add:
            return serializer::ScatterNdFunction::ScatterNdFunction_Add;
        case armnn::ScatterNdFunction::Sub:
            return serializer::ScatterNdFunction::ScatterNdFunction_Sub;
        case armnn::ScatterNdFunction::Max:
            return serializer::ScatterNdFunction::ScatterNdFunction_Max;
        case armnn::ScatterNdFunction::Min:
            return serializer::ScatterNdFunction::ScatterNdFunction_Min;
        default:
            return serializer::ScatterNdFunction::ScatterNdFunction_Update;
    }
}

References armnn::Add, GetFlatBufferScatterNdFunction(), armnn::Max, armnn::Min, armnn::Sub, and armnn::Update.

Referenced by GetFlatBufferScatterNdFunction().

GetFlatBufferUnaryOperation()

armnnSerializer::UnaryOperation GetFlatBufferUnaryOperation

(

armnn::UnaryOperation

unaryOperation

)

Definition at line 137 of file SerializerUtils.cpp.

{
    switch (unaryOperation)
    {
        case armnn::UnaryOperation::Abs:
            return armnnSerializer::UnaryOperation::UnaryOperation_Abs;
        case armnn::UnaryOperation::Ceil:
            return armnnSerializer::UnaryOperation::UnaryOperation_Ceil;
        case armnn::UnaryOperation::Rsqrt:
            return armnnSerializer::UnaryOperation::UnaryOperation_Rsqrt;
        case armnn::UnaryOperation::Sqrt:
            return armnnSerializer::UnaryOperation::UnaryOperation_Sqrt;
        case armnn::UnaryOperation::Exp:
            return armnnSerializer::UnaryOperation::UnaryOperation_Exp;
        case armnn::UnaryOperation::Neg:
            return armnnSerializer::UnaryOperation::UnaryOperation_Neg;
        case armnn::UnaryOperation::LogicalNot:
            return armnnSerializer::UnaryOperation::UnaryOperation_LogicalNot;
        case armnn::UnaryOperation::Log:
            return armnnSerializer::UnaryOperation::UnaryOperation_Log;
        case armnn::UnaryOperation::Sin:
            return armnnSerializer::UnaryOperation::UnaryOperation_Sin;
        default:
            throw armnn::InvalidArgumentException("Elementwise Unary operation unknown");
    }
}

References armnn::Abs, armnn::Ceil, armnn::Exp, armnn::Log, armnn::LogicalNot, armnn::Neg, armnn::Rsqrt, armnn::Sin, and armnn::Sqrt.